Problem 11 Use the Master theorem to find the asymptotic complexity (O) of this function: T(n) = n + T(n).
Problem 11 Use the Master theorem to find the asymptotic complexity (O) of this function: T(n) = n + T(n).
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Theorem
Master theorem
The master theorem is a recipe that gives asymptotic estimates for a class of recurrence relations that often show up when analyzing recursive algorithms.
Let a ≥ 1 and b > 1 be constants, let f(n) be a function, and let T(n) be a function over the positive numbers defined by the recurrence
T(n) = aT(n/b) + f(n).
If f(n) = Θ(nd), where d ≥ 0, then
- T(n) = Θ(nd) if a < bd,
- T(n) = Θ(ndlog n) if a = bd,
- T(n) = Θ(nlogba) if a > bd.
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